entityType = "role"
schemaVersion = "role.v1"
slug = "role-11-3031-00"
socCode = "11-3031.00"
title = "Financial Managers"
summary = "Plan, direct, or coordinate accounting, investing, banking, insurance, securities, and other financial activities of a branch, office, or department of an establishment."
aliases = ["Banking Center Manager (BCM)", "Branch Manager", "Credit Administration Manager", "Financial Center Manager", "Accounting Supervisor", "Business Banking Manager", "Credit Manager", "Financial Planning Manager", "Financial Reporting Manager", "Financial Systems Manager", "ATM Manager (Automated Teller Machine Manager)", "Accountant Supervisor"]
emergingTasks = []

[preparation]
jobZone = "4"
jobZoneName = "Job Zone Four: Considerable Preparation Needed"
education = "Most of these occupations require a four-year bachelor's degree, but some do not."
experience = "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified."
svpRange = "(7.0 to < 8.0)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 56.31

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 21

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 14.24

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4.56

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 3.9

[educationLevel]
category = "Bachelor's degree"
slug = "bachelor-s-degree"

[market]
medianWage = 161700
meanWage = 180470
pct10Wage = 86490
pct25Wage = 118360
pct75Wage = 214210
employment = 818620
areaTitle = "U.S."

[industries]
count = 63

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 255610
medianWage = 164940
lq = 7.73

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 115660
medianWage = 171580
lq = 2.02

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 93210
medianWage = 169340
lq = 6.25

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 47180
medianWage = 160660
lq = 0.7

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 35120
medianWage = 156940
lq = 1.1

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 33910
medianWage = 136680
lq = 0.28

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 30560
medianWage = 155870
lq = 0.64

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 30460
medianWage = 131860
lq = 0.42

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 23260
medianWage = 187400
lq = 1.51

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 21450
medianWage = 166490
lq = 1.71

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 19110
medianWage = 139680
lq = 0.44

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 19020
medianWage = 137390
lq = 0.23

[[industries.concentrated]]
naics = "221118"
slug = "221118"
title = "Other Electric Power Generation"
level = "National industry"
employment = 250
lq = 13.49

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 255610
lq = 7.73

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 93210
lq = 6.25

[[industries.concentrated]]
naics = "221114"
slug = "221114"
title = "Solar Electric Power Generation"
level = "National industry"
employment = 280
lq = 3.78

[[industries.concentrated]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 14900
lq = 2.83

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 6550
lq = 2.75

[[industries.concentrated]]
naics = "221115"
slug = "221115"
title = "Wind Electric Power Generation"
level = "National industry"
employment = 110
lq = 2.09

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 115660
lq = 2.02

[aiOutlook]
teleworkable = true
usageRelease = "2026-01-15-v4-plus-2025-03-27-v2"

[aiOutlook.index]
value = 79
percentile = 81
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 98
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 88
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 50
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.069
percentile = 25
band = "Low"
note = "A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking."

[aiOutlook.eloundou]
alpha = 0
beta = 0.48148148148148145
gamma = 0.9629629629629629

[aiOutlook.bls]
growthPercent = 14.8
growthPercentile = 97
direction = "Growing fast"
annualOpeningsThousands = 74.6
annualOpeningsPercentile = 93
employment2024Thousands = 868.6
employment2034Thousands = 997.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.446232
percentile = 98
band = "High"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.9629629629629629
percentile = 88
band = "High"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.1488033543322555
percentile = 50
band = "Moderate"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Develop or analyze information to assess the current or future financial status of firms."
usagePercent = 0.08031749031465558
importance = 4.14

[[aiOutlook.usageTasks]]
task = "Evaluate financial reporting systems, accounting or collection procedures, or investment activities and make recommendations for changes to procedures, operating systems, budgets, or other financial control functions."
usagePercent = 0.018384694074582285
importance = 3.82

[[aiOutlook.usageTasks]]
task = "Review reports of securities transactions or price lists to analyze market conditions."
usagePercent = 0.005957051711317166
importance = 3.18

[[aiOutlook.usageTasks]]
task = "Review collection reports to determine the status of collections and the amounts of outstanding balances."
usagePercent = 0.005546220558812534
importance = 3.61

[[aiOutlook.usageTasks]]
task = "Examine, evaluate, or process loan applications."
usagePercent = 0.004621850465677112
importance = 3.98

[[aiOutlook.usageTasks]]
task = "Prepare operational or risk reports for management analysis."
usagePercent = 0.0020541557625231607
importance = 3.65

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[counts]
tasks = 17
skills = 56
capabilities = 120
tools = 64
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "f07812ced8671793"

[[tasks]]
text = "Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping."
type = "Supplemental"
iwa = "4.A.2.b.4.a"

[[tasks]]
text = "Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter."
type = "Core"
iwa = "4.A.4.a.4.a"

[[tasks]]
text = "Communicate with stockholders or other investors to provide information or to raise capital."
type = "Supplemental"
iwa = "4.A.4.a.1.b"

[[tasks]]
text = "Oversee the flow of cash or financial instruments."
type = "Core"
iwa = "4.A.1.a.2.c"

[[tasks]]
text = "Develop or analyze information to assess the current or future financial status of firms."
type = "Supplemental"
iwa = "4.A.2.a.4.g"

[[tasks]]
text = "Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments."
type = "Core"
iwa = "4.A.4.b.4.a"

[[tasks]]
text = "Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans."
type = "Supplemental"
iwa = "4.A.2.b.1.c"

[[tasks]]
text = "Prepare financial or regulatory reports required by laws, regulations, or boards of directors."
type = "Supplemental"
iwa = "4.A.3.b.6.a"

[[tasks]]
text = "Examine, evaluate, or process loan applications."
type = "Supplemental"
iwa = "4.A.2.a.4.k"

[[tasks]]
text = "Evaluate financial reporting systems, accounting or collection procedures, or investment activities and make recommendations for changes to procedures, operating systems, budgets, or other financial control functions."
type = "Supplemental"
iwa = "4.A.2.a.4.k"

[[tasks]]
text = "Recruit staff members."
type = "Core"
iwa = "4.A.4.c.2.a"

[[tasks]]
text = "Network within communities to find and attract new business."
type = "Supplemental"
iwa = "4.A.4.a.4.a"

[[activities]]
name = "Establish interpersonal business relationships to facilitate work activities."
iwa = "4.A.4.a.4.a"

[[activities]]
name = "Supervise employees."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Direct financial operations."
iwa = "4.A.4.b.4.h"

[[activities]]
name = "Recruit personnel."
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Prepare operational progress or status reports."
iwa = "4.A.3.b.6.o"

[[activities]]
name = "Analyze financial records to improve budgeting or planning."
iwa = "4.A.2.a.4.k"

[[activities]]
name = "Direct organizational operations, projects, or services."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Approve expenditures."
iwa = "4.A.2.b.1.c"

[[activities]]
name = "Monitor flow of cash or other resources."
iwa = "4.A.1.a.2.c"

[[activities]]
name = "Prepare financial documents, reports, or budgets."
iwa = "4.A.3.b.6.a"

[[activities]]
name = "Prepare reports related to compliance matters."
iwa = "4.A.3.b.6.n"

[[activities]]
name = "Maintain regulatory or compliance documentation."
iwa = "4.A.3.b.6.n"

[[activities]]
name = "Analyze forecasting data to improve business decisions."
iwa = "4.A.2.a.4.g"

[[activities]]
name = "Communicate organizational information to customers or other stakeholders."
iwa = "4.A.4.a.1.b"

[[activities]]
name = "Analyze financial records to improve efficiency."
iwa = "4.A.2.a.4.k"

[[activities]]
name = "Recommend organizational process or policy changes."
iwa = "4.A.4.b.6.e"

[[activities]]
name = "Analyze financial records or reports to determine state of operations."
iwa = "4.A.2.a.4.k"

[[activities]]
name = "Determine pricing or monetary policies."
iwa = "4.A.2.b.4.a"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.66

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 4.33

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4.12

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4.12

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.12

[[capabilities]]
name = "Economics and Accounting"
family = "knowledge"
value = 4.07

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 4

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.88

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.88

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.75

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.75

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.73

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.7

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.6

[[capabilities]]
name = "Mathematics"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.5

[[capabilities]]
name = "Mathematical Reasoning"
family = "ability"
value = 3.5

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 3.5

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.38

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.32

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.29

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Microsoft PowerPoint"
type = "Common Skill"

[[skills]]
name = "Microsoft Outlook"
type = "Common Skill"

[[skills]]
name = "Microsoft Excel"
type = "Common Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Word"
type = "Common Skill"

[[skills]]
name = "Microsoft Windows"
type = "Common Skill"

[[skills]]
name = "Microsoft Visio"
type = "Specialized Skill"

[[skills]]
name = "Microsoft SharePoint"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Project"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Access"
type = "Specialized Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Adobe Acrobat"
type = "Specialized Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Psychology"
type = "Specialized Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[skills]]
name = "Tax Software"
type = "Specialized Skill"

[[skills]]
name = "Oracle Hyperion"
type = "Specialized Skill"

[[skills]]
name = "Oracle Business Intelligence Enterprise Edition"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Dynamics GP"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Dynamics"
type = "Specialized Skill"

[[skills]]
name = "MicroStrategy"
type = "Specialized Skill"

[[skills]]
name = "LexisNexis"
type = "Specialized Skill"

[[skills]]
name = "IBM Notes"
type = "Specialized Skill"

[[skills]]
name = "Database Software"
type = "Specialized Skill"

[[skills]]
name = "ADP Workforce Now"
type = "Specialized Skill"

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = true

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = true

[[tools]]
example = "Adobe Acrobat"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Alteryx software"
category = "Business intelligence and data analysis software"
hot = true
inDemand = false

[[tools]]
example = "IBM SPSS Statistics"
category = "Analytical or scientific software"
hot = true
inDemand = false

[[tools]]
example = "Intuit QuickBooks"
category = "Accounting software"
hot = true
inDemand = false

[[tools]]
example = "Marketo Marketing Automation"
category = "Sales and marketing software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Project"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft SharePoint"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft SQL Server"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visio"
category = "Process mapping and design software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visual Basic"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visual Basic for Applications VBA"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "Oracle Database"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Oracle PeopleSoft"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Oracle Primavera Enterprise Project Portfolio Management"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "R"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "Salesforce software"
category = "Customer relationship management CRM software"
hot = true
inDemand = false

[[tools]]
example = "SAS"
category = "Analytical or scientific software"
hot = true
inDemand = false

[[tools]]
example = "Structured query language SQL"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Tableau"
category = "Business intelligence and data analysis software"
hot = true
inDemand = false

[[tools]]
example = "Teradata Database"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Workday software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Yardi software"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Accounts receivable software"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "ADP Workforce Now"
category = "Human resources software"
hot = false
inDemand = false

[[tools]]
example = "ARES Corporation PRISM Project Estimator"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "Blackbaud The Raiser's Edge"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

[[tools]]
example = "Credit management software"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "Database software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Delphi Technology"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "FileMaker Pro"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Fund accounting software"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Healthcare common procedure coding system HCPCS"
category = "Medical software"
hot = false
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.98

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.91

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.77

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.71

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.69

[[workContext]]
name = "Telephone Conversations"
value = 4.58

[[workContext]]
name = "Time Pressure"
value = 4.54

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.53

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.52

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.43

[[workContext]]
name = "Spend Time Sitting"
value = 4.42

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.37

[[workContext]]
name = "Frequency of Decision Making"
value = 4.26

[[workContext]]
name = "Contact With Others"
value = 4.19

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.12

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.82

[[workContext]]
name = "Written Letters and Memos"
value = 3.53

[[workContext]]
name = "Level of Competition"
value = 3.37

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.34

[[workContext]]
name = "Conflict Situations"
value = 3.09

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.04

[[workContext]]
name = "Consequence of Error"
value = 2.99

[[workContext]]
name = "Degree of Automation"
value = 2.8

[[workContext]]
name = "Physical Proximity"
value = 2.73

[[workContext]]
name = "Public Speaking"
value = 2.65

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.65

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.61

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.38

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.28

[[workContext]]
name = "Spend Time Standing"
value = 1.98

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.57

[[workContext]]
name = "Exposed to Contaminants"
value = 1.55

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.45

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.39

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.36

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.3

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.2

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.18

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.13

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.1

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 6.85

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 6.6

[[personFit]]
name = "Dependability"
family = "work_style"
value = 6

[[personFit]]
name = "Business Initiatives"
family = "specific_interest_area"
value = 5.97

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.56

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 5.12

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 5

[[personFit]]
name = "Integrity"
family = "work_style"
value = 4

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 3.48

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 3.27

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.06

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.04

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 3

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.71

[[relatedRoles]]
socCode = "13-2011.00"
slug = "role-13-2011-00"
title = "Accountants and Auditors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2051.00"
slug = "role-13-2051-00"
title = "Financial and Investment Analysts"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2052.00"
slug = "role-13-2052-00"
title = "Personal Financial Advisors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2041.00"
slug = "role-13-2041-00"
title = "Credit Analysts"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2072.00"
slug = "role-13-2072-00"
title = "Loan Officers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2054.00"
slug = "role-13-2054-00"
title = "Financial Risk Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-3031.00"
slug = "role-41-3031-00"
title = "Securities, Commodities, and Financial Services Sales Agents"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-3031.01"
slug = "role-11-3031-01"
title = "Treasurers and Controllers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-2061.00"
slug = "role-13-2061-00"
title = "Financial Examiners"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-3031.03"
slug = "role-11-3031-03"
title = "Investment Fund Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-3031.00"
slug = "role-43-3031-00"
title = "Bookkeeping, Accounting, and Auditing Clerks"
tier = "Supplemental"

[[relatedRoles]]
socCode = "43-4041.00"
slug = "role-43-4041-00"
title = "Credit Authorizers, Checkers, and Clerks"
tier = "Supplemental"

[[careerClusters]]
cluster = "Management & Entrepreneurship"
slug = "management-entrepreneurship"

[[studyPrograms]]
title = "Business, Management, Marketing, and Related Support Services"
slug = "business-management-marketing-and-related-support-services"

[[studyPrograms]]
title = "Multi/Interdisciplinary Studies"
slug = "multi-interdisciplinary-studies"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.069
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.446232
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.330661
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.294551
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
